In [1]:
!mkdir -p ~/.kaggle
!cp kaggle.json ~/.kaggle/
In [2]:
!kaggle datasets download -d puneet6060/intel-image-classification
Warning: Your Kaggle API key is readable by other users on this system! To fix this, you can run 'chmod 600 /root/.kaggle/kaggle.json' Dataset URL: https://www.kaggle.com/datasets/puneet6060/intel-image-classification License(s): copyright-authors
In [3]:
!unzip intel-image-classification.zip -d intel_data
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In [4]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import tensorflow as tf
import keras
from tensorflow.keras.layers import Dense,Dropout,Flatten,Conv2D,MaxPooling2D,BatchNormalization
from tensorflow.keras.models import Sequential
from keras import callbacks
from keras.optimizers import Adam
import os
import matplotlib.cm as cm
from sklearn.model_selection import train_test_split
from sklearn.metrics import confusion_matrix,classification_report,ConfusionMatrixDisplay
import random
import warnings
warnings.filterwarnings("ignore")
In [5]:
pred_dir='/content/intel_data/seg_pred/seg_pred'
train_dir='/content/intel_data/seg_train/seg_train'
test_dir='/content/intel_data/seg_test/seg_test'
In [6]:
os.listdir(train_dir)
Out[6]:
['forest', 'street', 'mountain', 'sea', 'buildings', 'glacier']
In [7]:
os.listdir(test_dir)
Out[7]:
['forest', 'street', 'mountain', 'sea', 'buildings', 'glacier']
In [8]:
os.listdir(pred_dir)
Out[8]:
['18728.jpg', '608.jpg', '19346.jpg', '15863.jpg', '1834.jpg', '16328.jpg', '18596.jpg', '11890.jpg', '18033.jpg', '12879.jpg', '13795.jpg', '10173.jpg', '6806.jpg', '15747.jpg', '1992.jpg', '18297.jpg', '19174.jpg', '17231.jpg', '10391.jpg', '7800.jpg', '17440.jpg', '17157.jpg', '11533.jpg', '5914.jpg', '24255.jpg', '7796.jpg', '6727.jpg', '2812.jpg', '21172.jpg', '278.jpg', '23099.jpg', '18040.jpg', '13098.jpg', '10040.jpg', '4247.jpg', '8175.jpg', '5067.jpg', '8971.jpg', '13547.jpg', '10933.jpg', '18119.jpg', '1483.jpg', '8341.jpg', '19602.jpg', '22061.jpg', '20208.jpg', '2187.jpg', '4799.jpg', '16318.jpg', '14361.jpg', '12090.jpg', '4637.jpg', '17147.jpg', '14908.jpg', '19160.jpg', '6612.jpg', '1438.jpg', '23887.jpg', '3283.jpg', '21124.jpg', '19088.jpg', '227.jpg', '1973.jpg', '21958.jpg', '5945.jpg', '16327.jpg', '13252.jpg', '19572.jpg', '5107.jpg', '16866.jpg', '23279.jpg', '11120.jpg', '973.jpg', '7117.jpg', '1448.jpg', '10066.jpg', '8432.jpg', '671.jpg', '13908.jpg', '19287.jpg', '13598.jpg', '5933.jpg', '23120.jpg', '20445.jpg', '17630.jpg', '9391.jpg', '11572.jpg', '6906.jpg', '6245.jpg', '9724.jpg', '16524.jpg', '15825.jpg', '4718.jpg', '20526.jpg', '9031.jpg', '19188.jpg', '9845.jpg', '6650.jpg', '17748.jpg', '9772.jpg', '17524.jpg', '21039.jpg', '7607.jpg', '19908.jpg', '4867.jpg', '11638.jpg', '7611.jpg', '1247.jpg', '16803.jpg', '302.jpg', '20065.jpg', '17163.jpg', '11995.jpg', '8943.jpg', '15089.jpg', '16690.jpg', '7069.jpg', '10530.jpg', '3932.jpg', '22601.jpg', '24259.jpg', '9538.jpg', '2283.jpg', '16548.jpg', '8468.jpg', '4361.jpg', '21705.jpg', '21606.jpg', '12683.jpg', '5782.jpg', '4127.jpg', '4448.jpg', '7316.jpg', '2258.jpg', '7296.jpg', '4069.jpg', '8319.jpg', '1801.jpg', '9100.jpg', '5230.jpg', '13269.jpg', '9572.jpg', '1971.jpg', '6980.jpg', '13975.jpg', '17720.jpg', '14574.jpg', '11793.jpg', '20021.jpg', '11449.jpg', '7242.jpg', '17601.jpg', '16689.jpg', '830.jpg', '8240.jpg', '8083.jpg', '23399.jpg', '18276.jpg', '10572.jpg', '3362.jpg', '20669.jpg', '255.jpg', '16957.jpg', '4577.jpg', '7473.jpg', '24081.jpg', '19109.jpg', '8496.jpg', '16844.jpg', '10282.jpg', '7335.jpg', '15012.jpg', '12371.jpg', '1822.jpg', '10866.jpg', '11285.jpg', '14970.jpg', '3043.jpg', '3975.jpg', '8534.jpg', '2011.jpg', '6089.jpg', '15984.jpg', '13230.jpg', '17388.jpg', '16193.jpg', '22195.jpg', '6181.jpg', '10168.jpg', '900.jpg', '6437.jpg', '12970.jpg', '19606.jpg', '18054.jpg', '15527.jpg', '14922.jpg', '21178.jpg', '22418.jpg', '4040.jpg', '20295.jpg', '15506.jpg', '21321.jpg', '22957.jpg', '20790.jpg', '6621.jpg', '22106.jpg', '3522.jpg', '10247.jpg', '3609.jpg', '12550.jpg', '20251.jpg', '10830.jpg', '13302.jpg', '3867.jpg', '8638.jpg', '24227.jpg', '22275.jpg', '22213.jpg', '23467.jpg', '21005.jpg', '10771.jpg', '11227.jpg', '738.jpg', '19084.jpg', '9735.jpg', '4592.jpg', '5800.jpg', '9844.jpg', '4021.jpg', '10945.jpg', '221.jpg', '5355.jpg', '7896.jpg', '18379.jpg', '3851.jpg', '17395.jpg', '20125.jpg', '14085.jpg', '2354.jpg', '11853.jpg', '7577.jpg', '18549.jpg', '10232.jpg', '24035.jpg', '10829.jpg', '22815.jpg', '23214.jpg', '18619.jpg', '6183.jpg', '14664.jpg', '8168.jpg', '21713.jpg', '11900.jpg', '21802.jpg', '10677.jpg', '23820.jpg', '1130.jpg', '8620.jpg', '24307.jpg', '14210.jpg', '7776.jpg', '12895.jpg', '23010.jpg', '14108.jpg', '19788.jpg', '11222.jpg', '10956.jpg', '13275.jpg', '15130.jpg', '12778.jpg', '11166.jpg', '23904.jpg', '14157.jpg', '8315.jpg', '1649.jpg', '3371.jpg', '12952.jpg', '22560.jpg', '10311.jpg', '2628.jpg', '14939.jpg', '9950.jpg', '16619.jpg', '2112.jpg', '22751.jpg', '14813.jpg', '1795.jpg', '21080.jpg', '8651.jpg', '19475.jpg', '13120.jpg', '20936.jpg', '21709.jpg', '2631.jpg', '5218.jpg', '5227.jpg', '23178.jpg', '3962.jpg', '19087.jpg', '10535.jpg', '13865.jpg', '15508.jpg', '14068.jpg', '16713.jpg', '1474.jpg', '13333.jpg', '12800.jpg', '11079.jpg', '2009.jpg', '21902.jpg', '9194.jpg', '374.jpg', '4023.jpg', '14925.jpg', '3312.jpg', '20422.jpg', '12132.jpg', '20645.jpg', '6732.jpg', '10894.jpg', '16535.jpg', '553.jpg', '12305.jpg', '4409.jpg', '2734.jpg', '6133.jpg', '12318.jpg', '10919.jpg', '10286.jpg', '24031.jpg', '1444.jpg', '11009.jpg', '9336.jpg', '13104.jpg', '21938.jpg', '22999.jpg', '13641.jpg', '16271.jpg', '2396.jpg', '21082.jpg', '13109.jpg', '6952.jpg', '11462.jpg', '17976.jpg', '2588.jpg', '20943.jpg', '17867.jpg', '19822.jpg', '13853.jpg', '119.jpg', '21515.jpg', '19831.jpg', '7013.jpg', '10272.jpg', '12180.jpg', '15859.jpg', '18733.jpg', '7613.jpg', '21679.jpg', '6329.jpg', '15399.jpg', '4367.jpg', '11705.jpg', '13870.jpg', '20155.jpg', '15240.jpg', '4366.jpg', '9996.jpg', '5796.jpg', '11175.jpg', '1509.jpg', '8184.jpg', '10287.jpg', '5491.jpg', '2102.jpg', '15679.jpg', '15438.jpg', '21823.jpg', '1125.jpg', '3006.jpg', '14513.jpg', '13672.jpg', '5571.jpg', '1521.jpg', '13489.jpg', '9727.jpg', '19050.jpg', '19012.jpg', '13950.jpg', '20654.jpg', '22094.jpg', '17023.jpg', '14762.jpg', '12041.jpg', '2253.jpg', '832.jpg', '19991.jpg', '18399.jpg', '24168.jpg', '7862.jpg', '11546.jpg', '14729.jpg', '6922.jpg', '9886.jpg', '2442.jpg', '4816.jpg', '13367.jpg', '5956.jpg', '22793.jpg', '21608.jpg', '4597.jpg', '516.jpg', '6322.jpg', '19634.jpg', '3564.jpg', '10342.jpg', '9949.jpg', '3285.jpg', '9849.jpg', '20773.jpg', '6209.jpg', '13214.jpg', '14982.jpg', '8649.jpg', '2141.jpg', '22808.jpg', '7983.jpg', '20562.jpg', '20478.jpg', '22728.jpg', '14779.jpg', '16119.jpg', '21030.jpg', '4494.jpg', '19527.jpg', '15378.jpg', '13949.jpg', '18220.jpg', '4817.jpg', '10479.jpg', '17086.jpg', '6194.jpg', '18307.jpg', '11615.jpg', '22498.jpg', '7299.jpg', '12516.jpg', '19997.jpg', '863.jpg', '7322.jpg', '21202.jpg', '15461.jpg', '12645.jpg', '3725.jpg', '15318.jpg', '346.jpg', '10132.jpg', '6554.jpg', '9134.jpg', '5103.jpg', '15928.jpg', '15788.jpg', '4746.jpg', '20945.jpg', '1227.jpg', '22750.jpg', '15801.jpg', '19149.jpg', '22174.jpg', '4526.jpg', '7815.jpg', '23145.jpg', '2493.jpg', '16429.jpg', '23235.jpg', '4765.jpg', '4121.jpg', '3027.jpg', '2789.jpg', '17035.jpg', '494.jpg', '19365.jpg', '15766.jpg', '3472.jpg', '13204.jpg', '23561.jpg', '16892.jpg', '13852.jpg', '6.jpg', '18611.jpg', '16487.jpg', '1777.jpg', '13488.jpg', '11248.jpg', '12182.jpg', '17405.jpg', '21880.jpg', '13751.jpg', '1164.jpg', '11115.jpg', '4439.jpg', '13695.jpg', '3576.jpg', '6253.jpg', '13972.jpg', '4445.jpg', '3258.jpg', '4754.jpg', '5000.jpg', '72.jpg', '16825.jpg', '13381.jpg', '16353.jpg', '16687.jpg', '12297.jpg', '10944.jpg', '110.jpg', '6013.jpg', '888.jpg', '17090.jpg', '7213.jpg', '22477.jpg', '5668.jpg', '19748.jpg', '9403.jpg', '7572.jpg', '6122.jpg', '12891.jpg', '13271.jpg', '8926.jpg', '1288.jpg', '23654.jpg', '16110.jpg', '23347.jpg', '20618.jpg', '4960.jpg', '18512.jpg', '4523.jpg', '21622.jpg', '17059.jpg', '4472.jpg', '17281.jpg', '2340.jpg', '1452.jpg', '17534.jpg', '15910.jpg', '8182.jpg', '1190.jpg', '1053.jpg', '24042.jpg', '11163.jpg', '244.jpg', '7295.jpg', '14829.jpg', '18766.jpg', '6189.jpg', '3883.jpg', '14919.jpg', '10395.jpg', '22081.jpg', '9429.jpg', '14339.jpg', '17876.jpg', '19322.jpg', '15849.jpg', '6930.jpg', '22791.jpg', '23922.jpg', '1536.jpg', '19301.jpg', '21696.jpg', '16228.jpg', '20349.jpg', '21460.jpg', '7729.jpg', '14151.jpg', '23704.jpg', '18475.jpg', '18370.jpg', '6846.jpg', '8310.jpg', '23672.jpg', '11135.jpg', '15847.jpg', '161.jpg', '18802.jpg', '21327.jpg', '11527.jpg', '9976.jpg', '2955.jpg', '13428.jpg', '13485.jpg', '10649.jpg', '16749.jpg', '18062.jpg', '22371.jpg', '7243.jpg', '8833.jpg', '15963.jpg', '11386.jpg', '9333.jpg', '13283.jpg', '2488.jpg', '2739.jpg', '14046.jpg', '9557.jpg', '9562.jpg', '11392.jpg', '20385.jpg', '13606.jpg', '12626.jpg', '3541.jpg', '1708.jpg', '9712.jpg', '13084.jpg', '11879.jpg', '18450.jpg', '18414.jpg', '8012.jpg', '7130.jpg', '4925.jpg', '183.jpg', '3002.jpg', '13744.jpg', '885.jpg', '14101.jpg', '4811.jpg', '17582.jpg', '13256.jpg', '8264.jpg', '7432.jpg', '13529.jpg', '655.jpg', '14730.jpg', '3101.jpg', '21330.jpg', '8403.jpg', '7911.jpg', '3048.jpg', '22148.jpg', '16177.jpg', '16148.jpg', '5537.jpg', '4391.jpg', '16217.jpg', '1948.jpg', '7765.jpg', '17829.jpg', '3321.jpg', '8127.jpg', '10696.jpg', '9554.jpg', '10124.jpg', '8828.jpg', '13616.jpg', '22649.jpg', '9792.jpg', '8967.jpg', '9469.jpg', '2899.jpg', '14571.jpg', '368.jpg', '6116.jpg', '1360.jpg', '2966.jpg', '8135.jpg', '16653.jpg', '12163.jpg', '19725.jpg', '7832.jpg', '20500.jpg', '22975.jpg', '12670.jpg', '14405.jpg', '16242.jpg', '22142.jpg', '13628.jpg', '16424.jpg', '3250.jpg', '3486.jpg', '22945.jpg', '17172.jpg', '7266.jpg', '7540.jpg', '15805.jpg', '492.jpg', '4696.jpg', '18852.jpg', '7920.jpg', '18719.jpg', '16014.jpg', '2860.jpg', '12700.jpg', '7161.jpg', '2452.jpg', '16106.jpg', '20919.jpg', '23095.jpg', '4749.jpg', '3252.jpg', '16996.jpg', '19105.jpg', '121.jpg', '9678.jpg', '14672.jpg', '14493.jpg', '23572.jpg', '1264.jpg', '1467.jpg', '4188.jpg', '14695.jpg', '19850.jpg', '13876.jpg', '3176.jpg', '3335.jpg', '21451.jpg', '16530.jpg', '590.jpg', '8524.jpg', '9794.jpg', '22407.jpg', '18183.jpg', '7943.jpg', '20219.jpg', '18642.jpg', '452.jpg', '22006.jpg', '18948.jpg', '11501.jpg', '23152.jpg', '21748.jpg', '6357.jpg', '7808.jpg', '11711.jpg', '20132.jpg', '23805.jpg', '2801.jpg', '16403.jpg', '8050.jpg', '839.jpg', '351.jpg', '16947.jpg', '9210.jpg', '21628.jpg', '23519.jpg', '7739.jpg', '2424.jpg', '13704.jpg', '9062.jpg', '1176.jpg', '1018.jpg', '12072.jpg', '23881.jpg', '14193.jpg', '19919.jpg', '19409.jpg', '16125.jpg', '17100.jpg', '4438.jpg', '12854.jpg', '19628.jpg', '4701.jpg', '15113.jpg', '24194.jpg', '14631.jpg', '20496.jpg', '11870.jpg', '10486.jpg', '1949.jpg', '5187.jpg', '3034.jpg', '5284.jpg', '5220.jpg', '482.jpg', '19316.jpg', '4574.jpg', '19248.jpg', '8840.jpg', '22456.jpg', '12254.jpg', '23768.jpg', '9041.jpg', '23517.jpg', '14485.jpg', '6251.jpg', '13931.jpg', '12642.jpg', '15027.jpg', '19759.jpg', '19712.jpg', '7036.jpg', '17703.jpg', '14657.jpg', '22591.jpg', '6365.jpg', '3097.jpg', '18966.jpg', '2251.jpg', '19474.jpg', '20675.jpg', '11811.jpg', '17634.jpg', '9085.jpg', '14326.jpg', '10159.jpg', '17935.jpg', '11299.jpg', '11478.jpg', '2490.jpg', '8167.jpg', '10414.jpg', '6489.jpg', '12894.jpg', '4430.jpg', '10447.jpg', '11454.jpg', '12423.jpg', '11214.jpg', '18570.jpg', '20699.jpg', '15366.jpg', '23080.jpg', '22319.jpg', '11224.jpg', '17392.jpg', '23025.jpg', '3982.jpg', '21331.jpg', '20724.jpg', '6921.jpg', '5229.jpg', '23501.jpg', '527.jpg', '24065.jpg', '3855.jpg', '4473.jpg', '7835.jpg', '6198.jpg', '19034.jpg', '7348.jpg', '15764.jpg', '5254.jpg', '5036.jpg', '10390.jpg', '7991.jpg', '19275.jpg', '14828.jpg', '12331.jpg', '9302.jpg', '21283.jpg', '9181.jpg', '4434.jpg', '12491.jpg', '20156.jpg', '20747.jpg', '2096.jpg', '18904.jpg', '14539.jpg', '9471.jpg', '1036.jpg', '22333.jpg', '7772.jpg', '4562.jpg', '7830.jpg', '12356.jpg', '16777.jpg', '7684.jpg', '7160.jpg', '6999.jpg', '18588.jpg', '1468.jpg', '2302.jpg', '375.jpg', '5197.jpg', '18278.jpg', '2972.jpg', '5126.jpg', '1681.jpg', '1568.jpg', '19998.jpg', '4853.jpg', '13398.jpg', '7514.jpg', '8144.jpg', '18405.jpg', '9247.jpg', '18391.jpg', '15850.jpg', '2317.jpg', '7244.jpg', '8405.jpg', '22641.jpg', '9437.jpg', '23206.jpg', '837.jpg', '13512.jpg', '15302.jpg', '6738.jpg', '8288.jpg', '4570.jpg', '6542.jpg', '13454.jpg', '8320.jpg', '4219.jpg', '5403.jpg', '16637.jpg', '1330.jpg', '20193.jpg', '18698.jpg', '10676.jpg', '14774.jpg', '3059.jpg', '1324.jpg', '20453.jpg', '1494.jpg', '12332.jpg', '14453.jpg', '324.jpg', '17383.jpg', '23085.jpg', '12207.jpg', '13693.jpg', '16784.jpg', '7137.jpg', '4702.jpg', '1935.jpg', '7385.jpg', '9870.jpg', '11025.jpg', '774.jpg', '22505.jpg', '19710.jpg', '17158.jpg', '11633.jpg', '18673.jpg', '10261.jpg', '600.jpg', '3832.jpg', '2795.jpg', '7224.jpg', '23770.jpg', '3577.jpg', '2094.jpg', '2050.jpg', '19918.jpg', '4164.jpg', '6701.jpg', '5847.jpg', '10680.jpg', '15555.jpg', '21708.jpg', '12866.jpg', '15437.jpg', '14960.jpg', '22060.jpg', '12607.jpg', '2956.jpg', '12056.jpg', '15543.jpg', '23158.jpg', '18506.jpg', '15004.jpg', '12612.jpg', '18488.jpg', '17261.jpg', '22604.jpg', '3552.jpg', '4946.jpg', '9382.jpg', '16918.jpg', '2684.jpg', '16814.jpg', '12407.jpg', '11411.jpg', '12341.jpg', '20891.jpg', '9295.jpg', '23827.jpg', '7554.jpg', '16725.jpg', '3735.jpg', '23790.jpg', '4764.jpg', '1294.jpg', '8197.jpg', '2441.jpg', '308.jpg', '17459.jpg', '15720.jpg', '833.jpg', '21732.jpg', '13325.jpg', '11577.jpg', '18818.jpg', '6493.jpg', '12582.jpg', '19744.jpg', '9098.jpg', '5740.jpg', '9315.jpg', ...]
In [9]:
#assigning the class_names
class_names=['buildings','forest', 'glacier', 'mountain', 'sea','street' ]
class_names
Out[9]:
['buildings', 'forest', 'glacier', 'mountain', 'sea', 'street']
In [10]:
for img_class in class_names:
class_dir=os.path.join(train_dir,img_class)
image_path=os.listdir(class_dir)
random_images=random.sample(image_path,k=5)
fig,ax=plt.subplots(1,5,figsize=(12,3))
plt.suptitle(f'Sample from"{img_class}" class',fontsize=14)
for i,random_image in enumerate(random_images):
image_path=os.path.join(class_dir,random_image)
image=tf.keras.utils.load_img(image_path)
ax[i].imshow(image)
ax[i].axis('off')
plt.subplots_adjust(hspace=-0.2)
plt.show()
print("\n")
In [11]:
counts=[]
for img_class in class_names:
class_dir=os.path.join(train_dir,img_class)
counts.append(len(os.listdir(class_dir)))
plt.figure(figsize=(12,6))
ax=sns.barplot(x=counts,y=class_names)
for i,p in enumerate(ax.patches):
width=p.get_width()
ax.text(width+5,p.get_y()+p.get_height()/2.,'{}'.format(counts[i]))
plt.title("number of images per class")
plt.xlabel("number of samples")
plt.ylabel("classes")
plt.show()
In [12]:
image_data=[]
for img_class in class_names:
class_dir=os.path.join(train_dir,img_class)
images_path=os.listdir(class_dir)
for image in images_path:
image_path=os.path.join(class_dir,image)
image_data.append((image_path,img_class))
train_df=pd.DataFrame(image_data,columns=['image_path','Label'])
#shuffling the dataframe for randomness
train_df=train_df.sample(frac=1,random_state=42).reset_index(drop=True)
train_df.head()
Out[12]:
| image_path | Label | |
|---|---|---|
| 0 | /content/intel_data/seg_train/seg_train/buildi... | buildings |
| 1 | /content/intel_data/seg_train/seg_train/street... | street |
| 2 | /content/intel_data/seg_train/seg_train/street... | street |
| 3 | /content/intel_data/seg_train/seg_train/sea/16... | sea |
| 4 | /content/intel_data/seg_train/seg_train/mounta... | mountain |
In [13]:
labels=train_df['Label'].value_counts().index
count=train_df['Label'].value_counts().values
plt.pie(count,labels=labels,autopct='%0.2f%%',colors=cm.Set2.colors)
plt.show()
In [14]:
train_df=tf.keras.utils.image_dataset_from_directory(train_dir,
validation_split=0.2,
subset="training",
seed=42,
image_size=(128,128),
batch_size=32,
label_mode='categorical'
)
test_df=tf.keras.utils.image_dataset_from_directory(test_dir,
seed=42,
image_size=(128,128),
batch_size=32,
label_mode='categorical'
)
val_df=tf.keras.utils.image_dataset_from_directory(train_dir,
validation_split=0.2,
subset="validation",
seed=42,
image_size=(128,128),
batch_size=32,
label_mode='categorical'
)
Found 14034 files belonging to 6 classes. Using 11228 files for training. Found 3000 files belonging to 6 classes. Found 14034 files belonging to 6 classes. Using 2806 files for validation.
In [15]:
test_df=test_df.map(lambda x,y:(x/255,y))
train_df=train_df.map(lambda x,y: (x/255,y))
val_df=val_df.map(lambda x,y: (x/255,y))
In [16]:
early_stopping=keras.callbacks.EarlyStopping(
monitor='val_loss',
min_delta=0.001,
start_from_epoch=10,
verbose=1,
patience=5
)
reduce_lr=keras.callbacks.ReduceLROnPlateau(
monitor='val_loss',
factor=0.5,
patience=5,
verbose=1,
min_delta=0.001,
min_lr=1e-5
)
In [17]:
model=Sequential()
model.add(Conv2D(32,(3,3),activation='relu',input_shape=(128,128,3)))
model.add(BatchNormalization())
model.add(MaxPooling2D())
model.add(Conv2D(64,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(Conv2D(64,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(MaxPooling2D())
model.add(Conv2D(128,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(Conv2D(128,(3,3),activation='relu'))
model.add(BatchNormalization())
model.add(MaxPooling2D())
model.add(Flatten())
model.add(Dense(128,activation='relu'))
model.add(Dropout(0.2))
model.add(Dense(256,activation='relu'))
model.add(Dropout(0.5))
model.add(Dense(6,activation='softmax'))
opt=Adam(learning_rate=0.0001)
model.compile(loss='categorical_crossentropy',optimizer=opt,metrics=['accuracy'])
model.summary()
history=model.fit(train_df,epochs=30,validation_data=val_df,callbacks=[early_stopping,reduce_lr])
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ conv2d (Conv2D) │ (None, 126, 126, 32) │ 896 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ batch_normalization │ (None, 126, 126, 32) │ 128 │ │ (BatchNormalization) │ │ │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ max_pooling2d (MaxPooling2D) │ (None, 63, 63, 32) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ conv2d_1 (Conv2D) │ (None, 61, 61, 64) │ 18,496 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ batch_normalization_1 │ (None, 61, 61, 64) │ 256 │ │ (BatchNormalization) │ │ │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ conv2d_2 (Conv2D) │ (None, 59, 59, 64) │ 36,928 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ batch_normalization_2 │ (None, 59, 59, 64) │ 256 │ │ (BatchNormalization) │ │ │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ max_pooling2d_1 (MaxPooling2D) │ (None, 29, 29, 64) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ conv2d_3 (Conv2D) │ (None, 27, 27, 128) │ 73,856 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ batch_normalization_3 │ (None, 27, 27, 128) │ 512 │ │ (BatchNormalization) │ │ │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ conv2d_4 (Conv2D) │ (None, 25, 25, 128) │ 147,584 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ batch_normalization_4 │ (None, 25, 25, 128) │ 512 │ │ (BatchNormalization) │ │ │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ max_pooling2d_2 (MaxPooling2D) │ (None, 12, 12, 128) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ flatten (Flatten) │ (None, 18432) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense (Dense) │ (None, 128) │ 2,359,424 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dropout (Dropout) │ (None, 128) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_1 (Dense) │ (None, 256) │ 33,024 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dropout_1 (Dropout) │ (None, 256) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_2 (Dense) │ (None, 6) │ 1,542 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 2,673,414 (10.20 MB)
Trainable params: 2,672,582 (10.20 MB)
Non-trainable params: 832 (3.25 KB)
Epoch 1/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 42s 87ms/step - accuracy: 0.4078 - loss: 1.5574 - val_accuracy: 0.2523 - val_loss: 2.6103 - learning_rate: 1.0000e-04 Epoch 2/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 14s 31ms/step - accuracy: 0.6497 - loss: 0.9784 - val_accuracy: 0.7327 - val_loss: 0.7501 - learning_rate: 1.0000e-04 Epoch 3/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 22s 35ms/step - accuracy: 0.7261 - loss: 0.7904 - val_accuracy: 0.7074 - val_loss: 0.8593 - learning_rate: 1.0000e-04 Epoch 4/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 33ms/step - accuracy: 0.7762 - loss: 0.6367 - val_accuracy: 0.7694 - val_loss: 0.6722 - learning_rate: 1.0000e-04 Epoch 5/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 33ms/step - accuracy: 0.7989 - loss: 0.5583 - val_accuracy: 0.7897 - val_loss: 0.6472 - learning_rate: 1.0000e-04 Epoch 6/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 35ms/step - accuracy: 0.8315 - loss: 0.4798 - val_accuracy: 0.7719 - val_loss: 0.7669 - learning_rate: 1.0000e-04 Epoch 7/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 19s 32ms/step - accuracy: 0.8634 - loss: 0.3982 - val_accuracy: 0.7865 - val_loss: 0.6648 - learning_rate: 1.0000e-04 Epoch 8/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 32ms/step - accuracy: 0.8873 - loss: 0.3264 - val_accuracy: 0.7869 - val_loss: 0.6904 - learning_rate: 1.0000e-04 Epoch 9/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 20s 32ms/step - accuracy: 0.9037 - loss: 0.2740 - val_accuracy: 0.7908 - val_loss: 0.7263 - learning_rate: 1.0000e-04 Epoch 10/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 0s 28ms/step - accuracy: 0.9170 - loss: 0.2410 Epoch 10: ReduceLROnPlateau reducing learning rate to 4.999999873689376e-05. 351/351 ━━━━━━━━━━━━━━━━━━━━ 22s 35ms/step - accuracy: 0.9171 - loss: 0.2410 - val_accuracy: 0.7919 - val_loss: 0.7590 - learning_rate: 1.0000e-04 Epoch 11/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 12s 35ms/step - accuracy: 0.9460 - loss: 0.1657 - val_accuracy: 0.8254 - val_loss: 0.6454 - learning_rate: 5.0000e-05 Epoch 12/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 19s 32ms/step - accuracy: 0.9586 - loss: 0.1256 - val_accuracy: 0.8154 - val_loss: 0.6787 - learning_rate: 5.0000e-05 Epoch 13/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 32ms/step - accuracy: 0.9659 - loss: 0.1051 - val_accuracy: 0.8093 - val_loss: 0.7261 - learning_rate: 5.0000e-05 Epoch 14/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 11s 32ms/step - accuracy: 0.9638 - loss: 0.1040 - val_accuracy: 0.8247 - val_loss: 0.6850 - learning_rate: 5.0000e-05 Epoch 15/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 21s 32ms/step - accuracy: 0.9723 - loss: 0.0842 - val_accuracy: 0.8261 - val_loss: 0.6924 - learning_rate: 5.0000e-05 Epoch 16/30 350/351 ━━━━━━━━━━━━━━━━━━━━ 0s 29ms/step - accuracy: 0.9741 - loss: 0.0797 Epoch 16: ReduceLROnPlateau reducing learning rate to 2.499999936844688e-05. 351/351 ━━━━━━━━━━━━━━━━━━━━ 21s 32ms/step - accuracy: 0.9741 - loss: 0.0797 - val_accuracy: 0.8300 - val_loss: 0.7004 - learning_rate: 5.0000e-05 Epoch 16: early stopping
In [18]:
from tabulate import tabulate
history_df = pd.DataFrame(history.history)
print(tabulate(history_df,headers='keys',tablefmt='psql'))
+----+------------+-----------+----------------+------------+-----------------+ | | accuracy | loss | val_accuracy | val_loss | learning_rate | |----+------------+-----------+----------------+------------+-----------------| | 0 | 0.510955 | 1.28698 | 0.252316 | 2.61033 | 0.0001 | | 1 | 0.674207 | 0.919704 | 0.732716 | 0.75012 | 0.0001 | | 2 | 0.742697 | 0.742208 | 0.707413 | 0.859349 | 0.0001 | | 3 | 0.783933 | 0.62225 | 0.769423 | 0.672222 | 0.0001 | | 4 | 0.810207 | 0.542369 | 0.789736 | 0.647218 | 0.0001 | | 5 | 0.841111 | 0.457687 | 0.771917 | 0.766898 | 0.0001 | | 6 | 0.867296 | 0.387865 | 0.786529 | 0.664816 | 0.0001 | | 7 | 0.891165 | 0.321204 | 0.786885 | 0.690389 | 0.0001 | | 8 | 0.906395 | 0.266376 | 0.790805 | 0.726272 | 0.0001 | | 9 | 0.920021 | 0.230908 | 0.791875 | 0.75903 | 0.0001 | | 10 | 0.952618 | 0.147064 | 0.825374 | 0.645373 | 5e-05 | | 11 | 0.961792 | 0.118223 | 0.815396 | 0.678717 | 5e-05 | | 12 | 0.964197 | 0.107257 | 0.809337 | 0.726104 | 5e-05 | | 13 | 0.966067 | 0.0990508 | 0.824661 | 0.684995 | 5e-05 | | 14 | 0.971856 | 0.0835726 | 0.826087 | 0.692364 | 5e-05 | | 15 | 0.974083 | 0.0807464 | 0.830007 | 0.70036 | 5e-05 | +----+------------+-----------+----------------+------------+-----------------+
In [19]:
history_df = pd.DataFrame(history.history)
plt.plot(history_df.loc[:, ['accuracy']], "#BDE2E2", label='Training accuracy')
plt.plot(history_df.loc[:, ['val_accuracy']], "#C2C4E2", label='Validation accuracy')
plt.title('Training and Validation accuracy')
plt.xlabel('Epochs')
plt.ylabel('Accuracy')
plt.legend()
plt.show()
In [20]:
# Extract training and validation loss from history
train_loss = history.history['loss']
val_loss = history.history['val_loss']
# Find the epoch with the lowest validation loss
best_epoch = np.argmin(val_loss)
best_val_loss = val_loss[best_epoch]
# Prepare x-axis (epochs) for the plot
epochs = [i + 1 for i in range(len(train_loss))]
highlight_label = f'Best Epoch = {best_epoch + 1}'
# Plot the loss curves
plt.figure(figsize=(20, 8))
plt.style.use('fivethirtyeight')
plt.plot(epochs, train_loss, 'r', label='Training Loss')
plt.plot(epochs, val_loss, 'g', label='Validation Loss')
plt.scatter(best_epoch + 1, best_val_loss, s=150, c='blue', label=highlight_label)
plt.title('Training vs Validation Loss')
plt.xlabel('Epoch')
plt.ylabel('Loss')
plt.legend()
plt.tight_layout()
plt.show()
print(f"\nBest model found at epoch {best_epoch + 1}")
# Load and evaluate the best model
test_loss, test_accuracy = model.evaluate(test_df)
print("\nTest Performance:")
print(f"Loss : {test_loss:.5f}")
print(f"Accuracy : {test_accuracy * 100:.2f}%")
Best model found at epoch 11 94/94 ━━━━━━━━━━━━━━━━━━━━ 3s 28ms/step - accuracy: 0.8388 - loss: 0.6465 Test Performance: Loss : 0.68293 Accuracy : 82.50%
In [21]:
#visualizing test data
visual_test=test_df.map(lambda x,y:(x*255,y))#rescaling back to [0,255]
#get one batch from test dataset
test_batch=next(visual_test.as_numpy_iterator())
images,labels_one_hot=test_batch
images_for_pred=images/255.0
#predict using best model
pred_probs=model.predict(images_for_pred)
pred_classes=np.argmax(pred_probs,axis=1)
true_classes=np.argmax(labels_one_hot,axis=1)
#ploting images with prediction
fig,axes=plt.subplots(8,4,figsize=(12,20),dpi=200)
axes=axes.flatten()
plt.suptitle('predictions on a Random test Batch',fontsize=14,
bbox=dict(facecolor='#4a4e69',alpha=0.7,boxstyle='round',pad=0.3),
y=0.91)
for i,ax in enumerate(axes):
ax.imshow(images[i].astype(int))
ax.axis('off')
ax.set_title(
f"Label: {class_names[true_classes[i]]}\n"
f"precited: {class_names[pred_classes[i]]}({100*np.max(pred_probs[i]):.1f}%)",
fontsize=6
)
plt.show()
1/1 ━━━━━━━━━━━━━━━━━━━━ 1s 585ms/step
In [22]:
#confusion matrix and classification report
y_true=[]
y_pred=[]
#loop through batches in test dataset
for images,labels in test_df:
preds=model.predict(images)
#convert from one_hot encoded labels to class_indices
y_true.extend(np.argmax(labels.numpy(),axis=1))
y_pred.extend(np.argmax(preds,axis=1))
class_names=['buildings', 'sea', 'forest', 'glacier', 'street', 'mountain']
#print classification report
print("CLassification Report\n")
print(classification_report(y_true,y_pred,target_names=class_names))
#plot confusion matrix
cm=confusion_matrix(y_true,y_pred)
disp=ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=class_names)
disp.plot(cmap=plt.cm.Blues,xticks_rotation=45)
plt.title("Confusion Matrix")
plt.show()
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 75ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 64ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 57ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 52ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 55ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 57ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 43ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 43ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 42ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 46ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 42ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 50ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 51ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 51ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 49ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 52ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 68ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 51ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 54ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 51ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 52ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 48ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 60ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 52ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 51ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 57ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 57ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 66ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 43ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 45ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 47ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 39ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 40ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 41ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 47ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 38ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 1s 568ms/step CLassification Report precision recall f1-score support buildings 0.79 0.78 0.79 437 sea 0.96 0.95 0.95 474 forest 0.77 0.79 0.78 553 glacier 0.82 0.75 0.78 525 street 0.79 0.85 0.82 510 mountain 0.84 0.84 0.84 501 accuracy 0.82 3000 macro avg 0.83 0.83 0.83 3000 weighted avg 0.83 0.82 0.82 3000
Model Training using VGG16
In [23]:
from tensorflow.keras.applications import VGG16
# initializing convolutional base of vgg16
base_model=VGG16(weights='imagenet',input_shape=(128,128,3),include_top=False)
base_model.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5 58889256/58889256 ━━━━━━━━━━━━━━━━━━━━ 0s 0us/step
Model: "vgg16"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ input_layer_1 (InputLayer) │ (None, 128, 128, 3) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block1_conv1 (Conv2D) │ (None, 128, 128, 64) │ 1,792 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block1_conv2 (Conv2D) │ (None, 128, 128, 64) │ 36,928 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block1_pool (MaxPooling2D) │ (None, 64, 64, 64) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block2_conv1 (Conv2D) │ (None, 64, 64, 128) │ 73,856 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block2_conv2 (Conv2D) │ (None, 64, 64, 128) │ 147,584 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block2_pool (MaxPooling2D) │ (None, 32, 32, 128) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block3_conv1 (Conv2D) │ (None, 32, 32, 256) │ 295,168 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block3_conv2 (Conv2D) │ (None, 32, 32, 256) │ 590,080 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block3_conv3 (Conv2D) │ (None, 32, 32, 256) │ 590,080 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block3_pool (MaxPooling2D) │ (None, 16, 16, 256) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block4_conv1 (Conv2D) │ (None, 16, 16, 512) │ 1,180,160 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block4_conv2 (Conv2D) │ (None, 16, 16, 512) │ 2,359,808 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block4_conv3 (Conv2D) │ (None, 16, 16, 512) │ 2,359,808 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block4_pool (MaxPooling2D) │ (None, 8, 8, 512) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block5_conv1 (Conv2D) │ (None, 8, 8, 512) │ 2,359,808 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block5_conv2 (Conv2D) │ (None, 8, 8, 512) │ 2,359,808 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block5_conv3 (Conv2D) │ (None, 8, 8, 512) │ 2,359,808 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ block5_pool (MaxPooling2D) │ (None, 4, 4, 512) │ 0 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 14,714,688 (56.13 MB)
Trainable params: 14,714,688 (56.13 MB)
Non-trainable params: 0 (0.00 B)
In [24]:
earlystop=keras.callbacks.EarlyStopping(
monitor='val_loss',patience=10, restore_best_weights=True,verbose=1
)
modelcheck=keras.callbacks.ModelCheckpoint(filepath='model_checkpoint_epoch_{epoch:02d}.keras',save_best_only=True)
In [25]:
#adding custom layers on top of VGG16 base model
model2=Sequential()
model2.add(base_model)
model2.add(Flatten())
model2.add(Dense(256,activation='relu'))
model2.add(Dropout(0.5))
model2.add(Dense(128,activation='relu'))
model2.add(Dense(6,activation='softmax'))
model2.compile(loss='categorical_crossentropy',optimizer='adam',metrics=['accuracy'])
model2.summary()
history2=model2.fit(train_df,epochs=30,validation_data=val_df,callbacks=[earlystop,modelcheck])
Model: "sequential_1"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ vgg16 (Functional) │ (None, 4, 4, 512) │ 14,714,688 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ flatten_1 (Flatten) │ (None, 8192) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_3 (Dense) │ (None, 256) │ 2,097,408 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dropout_2 (Dropout) │ (None, 256) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_4 (Dense) │ (None, 128) │ 32,896 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_5 (Dense) │ (None, 6) │ 774 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 16,845,766 (64.26 MB)
Trainable params: 16,845,766 (64.26 MB)
Non-trainable params: 0 (0.00 B)
Epoch 1/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 119s 276ms/step - accuracy: 0.2487 - loss: 1.6933 - val_accuracy: 0.6058 - val_loss: 0.9709 Epoch 2/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.5819 - loss: 1.0246 - val_accuracy: 0.6051 - val_loss: 1.0515 Epoch 3/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 65s 184ms/step - accuracy: 0.6237 - loss: 0.9408 - val_accuracy: 0.7373 - val_loss: 0.7190 Epoch 4/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.7095 - loss: 0.7930 - val_accuracy: 0.7495 - val_loss: 0.7007 Epoch 5/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 83s 185ms/step - accuracy: 0.7646 - loss: 0.6644 - val_accuracy: 0.7887 - val_loss: 0.5730 Epoch 6/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.7891 - loss: 0.5912 - val_accuracy: 0.7990 - val_loss: 0.5488 Epoch 7/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 184ms/step - accuracy: 0.8019 - loss: 0.5522 - val_accuracy: 0.8250 - val_loss: 0.5116 Epoch 8/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 81s 182ms/step - accuracy: 0.8226 - loss: 0.5194 - val_accuracy: 0.8165 - val_loss: 0.5365 Epoch 9/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8217 - loss: 0.4944 - val_accuracy: 0.8200 - val_loss: 0.5339 Epoch 10/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 183ms/step - accuracy: 0.8359 - loss: 0.4620 - val_accuracy: 0.8329 - val_loss: 0.4957 Epoch 11/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 181ms/step - accuracy: 0.8470 - loss: 0.4418 - val_accuracy: 0.8375 - val_loss: 0.5213 Epoch 12/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 83s 184ms/step - accuracy: 0.8541 - loss: 0.4335 - val_accuracy: 0.8428 - val_loss: 0.4763 Epoch 13/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 184ms/step - accuracy: 0.8619 - loss: 0.3899 - val_accuracy: 0.8574 - val_loss: 0.4643 Epoch 14/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.8643 - loss: 0.3838 - val_accuracy: 0.8528 - val_loss: 0.4255 Epoch 15/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8753 - loss: 0.3643 - val_accuracy: 0.8443 - val_loss: 0.4488 Epoch 16/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8689 - loss: 0.3801 - val_accuracy: 0.8589 - val_loss: 0.4429 Epoch 17/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8757 - loss: 0.3552 - val_accuracy: 0.8222 - val_loss: 0.5191 Epoch 18/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 64s 182ms/step - accuracy: 0.8850 - loss: 0.3299 - val_accuracy: 0.8368 - val_loss: 0.5029 Epoch 19/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8881 - loss: 0.3201 - val_accuracy: 0.8432 - val_loss: 0.4961 Epoch 20/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 181ms/step - accuracy: 0.8915 - loss: 0.3322 - val_accuracy: 0.8478 - val_loss: 0.4339 Epoch 21/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.8762 - loss: 0.3743 - val_accuracy: 0.8211 - val_loss: 0.5503 Epoch 22/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 181ms/step - accuracy: 0.8885 - loss: 0.3305 - val_accuracy: 0.8614 - val_loss: 0.4348 Epoch 23/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 63s 180ms/step - accuracy: 0.9046 - loss: 0.2797 - val_accuracy: 0.8439 - val_loss: 0.5299 Epoch 24/30 351/351 ━━━━━━━━━━━━━━━━━━━━ 82s 181ms/step - accuracy: 0.8974 - loss: 0.2922 - val_accuracy: 0.8632 - val_loss: 0.4858 Epoch 24: early stopping Restoring model weights from the end of the best epoch: 14.
In [26]:
history2_df = pd.DataFrame(history2.history)
print(tabulate(history2_df,headers='keys',tablefmt='psql'))
+----+------------+----------+----------------+------------+ | | accuracy | loss | val_accuracy | val_loss | |----+------------+----------+----------------+------------| | 0 | 0.377805 | 1.41481 | 0.605845 | 0.970921 | | 1 | 0.607855 | 0.977927 | 0.605132 | 1.05149 | | 2 | 0.654792 | 0.88742 | 0.737349 | 0.718971 | | 3 | 0.724973 | 0.75721 | 0.749465 | 0.700714 | | 4 | 0.773156 | 0.643751 | 0.788667 | 0.573041 | | 5 | 0.79088 | 0.588719 | 0.799002 | 0.548757 | | 6 | 0.809761 | 0.534596 | 0.825018 | 0.511644 | | 7 | 0.826416 | 0.500872 | 0.816465 | 0.536511 | | 8 | 0.832116 | 0.474265 | 0.820028 | 0.533918 | | 9 | 0.839954 | 0.467248 | 0.832858 | 0.495685 | | 10 | 0.850998 | 0.429484 | 0.837491 | 0.521311 | | 11 | 0.863555 | 0.400804 | 0.842837 | 0.476286 | | 12 | 0.868098 | 0.378807 | 0.857448 | 0.464304 | | 13 | 0.873709 | 0.36541 | 0.852815 | 0.425494 | | 14 | 0.877271 | 0.358997 | 0.844262 | 0.448784 | | 15 | 0.883862 | 0.337325 | 0.858874 | 0.442949 | | 16 | 0.885376 | 0.331228 | 0.822167 | 0.519053 | | 17 | 0.888938 | 0.319262 | 0.836778 | 0.502917 | | 18 | 0.893481 | 0.309754 | 0.843193 | 0.496065 | | 19 | 0.886088 | 0.348597 | 0.847826 | 0.433869 | | 20 | 0.875312 | 0.386549 | 0.821098 | 0.550262 | | 21 | 0.89642 | 0.308325 | 0.861368 | 0.434795 | | 22 | 0.907285 | 0.276123 | 0.843906 | 0.529867 | | 23 | 0.910135 | 0.259858 | 0.86315 | 0.485799 | +----+------------+----------+----------------+------------+
In [27]:
history2_df = pd.DataFrame(history2.history)
plt.plot(history2_df.loc[:, ['accuracy']], "#BDE2E2", label='Training accuracy')
plt.plot(history2_df.loc[:, ['val_accuracy']], "#C2C4E2", label='Validation accuracy')
plt.title('Training and Validation accuracy')
plt.xlabel('Epochs')
plt.ylabel('Accuracy')
plt.legend()
plt.show()
In [28]:
# Extract training and validation loss from history
train_loss = history2.history['loss']
val_loss = history2.history['val_loss']
# Find the epoch with the lowest validation loss
best_epoch = np.argmin(val_loss)
best_val_loss = val_loss[best_epoch]
# Prepare x-axis (epochs) for the plot
epochs = [i + 1 for i in range(len(train_loss))]
highlight_label = f'Best Epoch = {best_epoch + 1}'
# Plot the loss curves
plt.figure(figsize=(20, 8))
plt.style.use('fivethirtyeight')
plt.plot(epochs, train_loss, 'r', label='Training Loss')
plt.plot(epochs, val_loss, 'g', label='Validation Loss')
plt.scatter(best_epoch + 1, best_val_loss, s=150, c='blue', label=highlight_label)
plt.title('Training vs Validation Loss')
plt.xlabel('Epoch')
plt.ylabel('Loss')
plt.legend()
plt.tight_layout()
plt.show()
# Build the filename of the best model
model_filename = f'model_checkpoint_epoch_{best_epoch:02d}.keras'
print(f"\nBest model found at epoch {best_epoch + 1}")
print(f"Loading model: {model_filename}")
# Load and evaluate the best model
best_model = keras.models.load_model(model_filename)
test_loss, test_accuracy = best_model.evaluate(test_df)
print("\nTest Performance:")
print(f"Loss : {test_loss:.5f}")
print(f"Accuracy : {test_accuracy * 100:.2f}%")
Best model found at epoch 14 Loading model: model_checkpoint_epoch_13.keras 94/94 ━━━━━━━━━━━━━━━━━━━━ 11s 105ms/step - accuracy: 0.8546 - loss: 0.4656 Test Performance: Loss : 0.47787 Accuracy : 85.03%
In [29]:
print(model_filename)
model_checkpoint_epoch_13.keras
In [32]:
#visualizing test data
visual_test=test_df.map(lambda x,y:(x*255,y))#rescaling back to [0,255]
#get one batch from test dataset
test_batch=next(visual_test.as_numpy_iterator())
images,labels_one_hot=test_batch
images_for_pred=images/255.0
#predict using best model
pred_probs=model2.predict(images_for_pred)
pred_classes=np.argmax(pred_probs,axis=1)
true_classes=np.argmax(labels_one_hot,axis=1)
#ploting images with prediction
fig,axes=plt.subplots(8,4,figsize=(12,20),dpi=200)
axes=axes.flatten()
plt.suptitle('predictions on a Random test Batch',fontsize=14,
bbox=dict(facecolor='#4a4e69',alpha=0.7,boxstyle='round',pad=0.3),
y=0.91)
for i,ax in enumerate(axes):
ax.imshow(images[i].astype(int))
ax.axis('off')
ax.set_title(
f"Label: {class_names[true_classes[i]]}\n"
f"precited: {class_names[pred_classes[i]]}({100*np.max(pred_probs[i]):.1f}%)",
fontsize=6
)
plt.show()
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 127ms/step
In [31]:
#confusion matrix and classification report
y_true=[]
y_pred=[]
#loop through batches in test dataset
for images,labels in test_df:
preds=model2.predict(images)
#convert from one_hot encoded labels to class_indices
y_true.extend(np.argmax(labels.numpy(),axis=1))
y_pred.extend(np.argmax(preds,axis=1))
class_names=['buildings', 'sea', 'forest', 'glacier', 'street', 'mountain']
#print classification report
print("CLassification Report\n")
print(classification_report(y_true,y_pred,target_names=class_names))
#plot confusion matrix
cm=confusion_matrix(y_true,y_pred)
disp=ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=class_names)
disp.plot(cmap=plt.cm.Blues,xticks_rotation=45)
plt.title("Confusion Matrix")
plt.show()
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 161ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 156ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 110ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 107ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 106ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 112ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 136ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 182ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 171ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 108ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 107ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 113ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 110ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 109ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 110ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 109ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 118ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 122ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 113ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 105ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 69ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 69ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 74ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 74ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 74ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 74ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 74ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 1s 749ms/step CLassification Report precision recall f1-score support buildings 0.80 0.89 0.84 437 sea 0.91 0.97 0.94 474 forest 0.87 0.75 0.81 553 glacier 0.77 0.83 0.80 525 street 0.86 0.90 0.88 510 mountain 0.90 0.79 0.84 501 accuracy 0.85 3000 macro avg 0.85 0.86 0.85 3000 weighted avg 0.85 0.85 0.85 3000
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!jupyter nbconvert --to html Intel_CNN.ipynb